birgermoell / NeuralBeagle-Flashback

huggingface.co
Total runs: 12
24-hour runs: 1
7-day runs: 2
30-day runs: -3
Model's Last Updated: January 31 2024
text-generation

Introduction of NeuralBeagle-Flashback

Model Details of NeuralBeagle-Flashback

NeuralBeagle-Flashback

NeuralBeagle-Flashback is a merge of the following models using LazyMergekit :

🧩 Configuration
  models:
    - model: timpal0l/Mistral-7B-v0.1-flashback-v2
      # No parameters necessary for base model
    - model: mlabonne/NeuralBeagle14-7B
      parameters:
        density: 0.53
        weight: 0.6
  merge_method: dare_ties
  base_model: timpal0l/Mistral-7B-v0.1-flashback-v2
  parameters:
    int8_mask: true
  dtype: bfloat16
💻 Usage
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "birgermoell/NeuralBeagle-Flashback"
messages = [{"role": "user", "content": "What is a large language model?"}]

tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])

Runs of birgermoell NeuralBeagle-Flashback on huggingface.co

12
Total runs
1
24-hour runs
0
3-day runs
2
7-day runs
-3
30-day runs

More Information About NeuralBeagle-Flashback huggingface.co Model

NeuralBeagle-Flashback huggingface.co

NeuralBeagle-Flashback huggingface.co is an AI model on huggingface.co that provides NeuralBeagle-Flashback's model effect (), which can be used instantly with this birgermoell NeuralBeagle-Flashback model. huggingface.co supports a free trial of the NeuralBeagle-Flashback model, and also provides paid use of the NeuralBeagle-Flashback. Support call NeuralBeagle-Flashback model through api, including Node.js, Python, http.

NeuralBeagle-Flashback huggingface.co Url

https://huggingface.co/birgermoell/NeuralBeagle-Flashback

birgermoell NeuralBeagle-Flashback online free

NeuralBeagle-Flashback huggingface.co is an online trial and call api platform, which integrates NeuralBeagle-Flashback's modeling effects, including api services, and provides a free online trial of NeuralBeagle-Flashback, you can try NeuralBeagle-Flashback online for free by clicking the link below.

birgermoell NeuralBeagle-Flashback online free url in huggingface.co:

https://huggingface.co/birgermoell/NeuralBeagle-Flashback

NeuralBeagle-Flashback install

NeuralBeagle-Flashback is an open source model from GitHub that offers a free installation service, and any user can find NeuralBeagle-Flashback on GitHub to install. At the same time, huggingface.co provides the effect of NeuralBeagle-Flashback install, users can directly use NeuralBeagle-Flashback installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

NeuralBeagle-Flashback install url in huggingface.co:

https://huggingface.co/birgermoell/NeuralBeagle-Flashback

Url of NeuralBeagle-Flashback

NeuralBeagle-Flashback huggingface.co Url

Provider of NeuralBeagle-Flashback huggingface.co

birgermoell
ORGANIZATIONS

Other API from birgermoell

huggingface.co

Total runs: 52
Run Growth: 51
Growth Rate: 100.00%
Updated:September 23 2026
huggingface.co

Total runs: 27
Run Growth: 11
Growth Rate: 40.74%
Updated:March 21 2024
huggingface.co

Total runs: 24
Run Growth: 24
Growth Rate: 100.00%
Updated:September 23 2026
huggingface.co

Total runs: 10
Run Growth: -5
Growth Rate: -50.00%
Updated:April 03 2024